Pablo Molina-Garcia, María Rodriguez-Ayllon, Andrés Catena, Arthur F. Kramer, Juan Verdejo-Román, Francisco B. Ortega, Cristina Cadenas-Sanchez, Irene Esteban-Cornejo, Jose Mora-Gonzalez, Abel Plaza-Florido, Ryan L. Muetzel, Child and Adolescent Psychiatry / Psychology, Epidemiology, [Rodriguez-Ayllon,M, Esteban-Cornejo,I, Mora-Gonzalez,J, Cadenas-Sanchez,C, Plaza-Florido,A, Molina-Garcia,P, Ortega,FB] PROFITH 'Promoting Fitness and Health Through Physical Activity' Research Group, Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain. [Verdejo-Román,J, Catena,A] The Brain, Mind and Behavior Research Center, University of Granada (CIMCYC-UGR), Granada, Spain. [Verdejo-Román,J] Laboratory of Cognitive and Computational Neuroscience (UCM‑UPM), Centre for Biomedical Technology (CTB), Madrid, Spain. [Muetzel,RL] Department of Child and Adolescent Psychiatry, Erasmus MC – Sophia Children’s Hospital, Rotterdam, The Netherlands. [Muetzel,RL] Department of Epidemiology, Erasmus MC, Rotterdam, The Netherlands. [Mora-Gonzalez,J] College of Health and Human Services, University of North Carolina at Charlotte, Charlotte, NC, USA. [Cadenas-Sanchez,C] MOVE‑IT Research Group and Department of Physical Education, Faculty of Education Sciences, University of Cádiz, Cádiz, Spain. [Cadenas-Sanchez,C] Biomedical Research and Innovation Institute of Cádiz (INiBICA) Research Unit, Puerta del Mar University Hospital, University of Cádiz, Cádiz, Spain. [Kramer,AF] Center for Cognitive and Brain Health, Department of Psychology, Northeastern University, Boston, MA, USA. [Kramer,AF] Beckman Institute, University of Illinois at Urbana-Champaign, IL, USA. [Catena,A] Department of Clinical Psychology, University of Granada, Granada, Spain. [Ortega,FB] Department of Biosciences and Nutrition, Karolinska Institutet, Group MLO, Huddinge, Sweden., This work study was supported by the Spanish Ministry of Economy and Competitiveness (DEP2013-47540, DEP2016-79512-R, and DEP2017-91544-EXP), the European Regional Development Fund (ERDF)', the European Commission (No 667302), and the Alicia Koplowitz Foundation. Tis study was partially funded by the University of Granada, Research and Knowledge Transfer Fund (PPIT) 2016, the Excellence Actions Programme: Units of Excellence, and Scientifc Unit of Excellence on Exercise and Health (UCEES), the Andalusian Regional Government, the Regional Ministry of Economy, Knowledge, Entreprises and University, and the European Regional Development Fund (ERDF), ref. SOMM17/6107/UGR. IE-C is supported by the Spanish Ministry of Economy and Competitiveness (RTI2018-095284-J-100). In addition, this study was further supported by the SAMID III network, RETICS, funded by the PN I+D+I 2017-2021 (Spain). JM-G and AP-F are supported by the Spanish Ministry of Education, Culture and Sport (FPU14/06837, FPU 16/02760, respectively). CC-S is supported by the Government of Andalusian, Integrated Territorial Initiative 2014-2020 for the province of Cádiz (PI-0002-2017). JVR is supported by a grant from the Spanish Ministry of Science, Innovation and Universities (FJCI-2017-33396).
Recent studies investigated the association of cardiorespiratory ftness with white matter microstructure in children, yet little work has explored to what extent other components of physical ftness (i.e., muscular or motor ftness) are associated with white matter microstructure. Indeed, this association has not been previously explored in children with overweight/obesity who present a diferent white matter development. Therefore, we aimed to examine associations between physical ftness components and white matter microstructure in children with overweight/obesity. In total, 104 (10.04 ± 1.15 years old; 43 girls) children were included in this cross-sectional study. Physical ftness was assessed using the ALPHA-ftness test battery. Fractional anisotropy (FA) and mean difusivity were derived from difusion tensor imaging (DTI). No association was found between physical ftness and global DTI metrics (all P> 0.082). Within individual tracts, all associations became non-signifcant when analyses were adjusted for multiple comparisons. Using the voxel-wise approach, we identifed a small cluster in the left lateral frontal lobe where children with greater upper-body muscular ftness showed higher FA (PFWE-corrected = 0.042). Although our results cannot conclude physical ftness is related to white matter microstructure in children with overweight/obesity; those fndings indicate that the association of muscular ftness with white matter microstructure might be more focal on frontal areas of the brain, as opposed to global diferences., Spanish Ministry of Economy and Competitiveness DEP2013-47540 DEP2016-79512-R DEP2017-91544-EXP RTI2018-095284-J-100, European Union (EU), European Commission Joint Research Centre 667302, Alicia Koplowitz Foundation, University of Granada, Research and Knowledge Transfer Fund (PPIT) 2016, Excellence Actions Programme: Units of Excellence, Scientific Unit of Excellence on Exercise and Health (UCEES), Andalusian Regional Government, Regional Ministry of Economy, Knowledge, Entreprises and University, European Union (EU) SOMM17/6107/UGR, SAMID III network, RETICS - PN I+D+I 2017-2021 (Spain), Spanish Ministry of Education, Culture and Sport FPU14/06837 FPU 16/02760, Government of Andalusian, Integrated Territorial Initiative 2014-2020 for the province of Cadiz PI-0002-2017, Spanish Ministry of Science, Innovation and Universities FJCI-2017-33396